Cargando…
Learning Cell-Type-Specific Gene Regulation Mechanisms by Multi-Attention Based Deep Learning With Regulatory Latent Space
Epigenetic gene regulation is a major control mechanism of gene expression. Most existing methods for modeling control mechanisms of gene expression use only a single epigenetic marker and very few methods are successful in modeling complex mechanisms of gene regulations using multiple epigenetic ma...
Autores principales: | Kang, Minji, Lee, Sangseon, Lee, Dohoon, Kim, Sun |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7561362/ https://www.ncbi.nlm.nih.gov/pubmed/33133123 http://dx.doi.org/10.3389/fgene.2020.00869 |
Ejemplares similares
-
DRIM: A Web-Based System for Investigating Drug Response at the Molecular Level by Condition-Specific Multi-Omics Data Integration
por: Oh, Minsik, et al.
Publicado: (2020) -
Deep hierarchical embedding for simultaneous modeling of GPCR proteins in a unified metric space
por: Lee, Taeheon, et al.
Publicado: (2021) -
Construction of Condition-Specific Gene Regulatory Network Using Kernel Canonical Correlation Analysis
por: Jeong, Dabin, et al.
Publicado: (2021) -
SADLN: Self-attention based deep learning network of integrating multi-omics data for cancer subtype recognition
por: Sun, Qiuwen, et al.
Publicado: (2023) -
Risk Stratification for Breast Cancer Patient by Simultaneous Learning of Molecular Subtype and Survival Outcome Using Genetic Algorithm-Based Gene Set Selection†
por: Koo, Bonil, et al.
Publicado: (2022)